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Machine Learning Expert (m/w/d), Köln and remote, Pytorch, Tensorflow, Sagemaker, AWS, Kubeflow

Jobactive

Posted on Apr 13, 2021 by Jobactive

Köln, Nordrhein-Westfalen, Germany
IT
Immediate Start
€80 - €90 Hourly
Contract/Project


Machine Learning Expert (m/w/d), Koln (remote 70-80%)

Our customer is one of the biggest companies in the world. As a Machine Learning Expert (m/w/d) you are involved in a Data Science/Development Team which is programming a new application for a digital farming environment.

Duration: 6 month with option to extend
Location: Koln (Remote 70-80% possible)
Workload: 50-100 %
Start: ASAP

Task:

  • New Development of AI/ML technologies for the Digital Farming (DF) solution
  • Design and development of software architectures for AI/ML
  • Development of a ML-as-a-service frameworks like AWS Sagemaker or Kubeflow
  • Design and development of APIs and security Concepts
  • Implementation based on the technical concepts within the DF IT and based on the functional and non-functional requirements of the DF solution
  • Implement of the solutions throughout the entire life cycle from the development, tests and Deployment of the production, including documentation and code improvement
  • Developing and implementation of Unit Tests
  • Working in software developing teams with agile methods

Your Profil:

  • Comprehensive understanding of AI/ML technologies with experience in using Pytorch, TensorFlow or others
  • Comprehensive experience with ML-as-a-service frameworks like AWS Sagemaker or Kubeflow
  • API-first design experience accounting for security, authentication/authorization, logging and usage patterns
  • Good knowledge in API design standards and best practices like Swagger/OpenAPI 3.0, REST, JSON, Async API execution, API Gateways
  • Comprehensive and hands-on experience with Amazon Web Services
  • Fluency in SQL, RDBMS, data warehousing concepts and data pipelining
  • Strong programming (Python, Java, Javascript, .NET) and Scripting (Bash, Shell, PowerShell) skill set
  • Strong container experience using technologies using Kubernetes, Docker and ECS
  • Strong experience in building CI/CD pipelines for production
  • Several years Experience with Data Science and Cloud
  • Experience with production MLOps
  • Knowledgeable in the SCRUM/Agile development methodology
  • Demonstrated ability to work well in a cross-functional team environment
  • Very good English language skills

Please send your application or your recommendation of a suitable colleague to (see below)

Mr. Dong Chen




Reference: 1164141968

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